Michael Chertkov
Orcid: 0000-0002-6758-515X
According to our database1,
Michael Chertkov
authored at least 176 papers
between 2004 and 2024.
Collaborative distances:
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Bibliography
2024
Physics-Informed Building Occupancy Detection: a Switching Process with Markov Regime.
CoRR, 2024
Physics-Informed Critic in an Actor-Critic Reinforcement Learning for Swimming in Turbulence.
CoRR, 2024
Mixing Artificial and Natural Intelligence: From Statistical Mechanics to AI and Back to Turbulence.
CoRR, 2024
2023
CoRR, 2023
Geospatial Tessellation in the Agent-In-Cell Model: A Framework for Agent-Based Modeling of Pandemic.
CoRR, 2023
Control of Line Pack in Natural Gas System: Balancing Limited Resources under Uncertainty.
CoRR, 2023
CoRR, 2023
Exact Fractional Inference via Re-Parametrization & Interpolation between Tree-Re-Weighted- and Belief Propagation- Algorithms.
CoRR, 2023
2022
CoRR, 2022
IEEE Access, 2022
2021
Which Neural Network to Choose for Post-Fault Localization, Dynamic State Estimation, and Optimal Measurement Placement in Power Systems?
Frontiers Big Data, 2021
CoRR, 2021
Prediction and Prevention of Pandemics via Graphical Model Inference and Convex Programming.
CoRR, 2021
CoRR, 2021
Physics-Informed Graphical Neural Network for Parameter & State Estimations in Power Systems.
CoRR, 2021
2020
Graphical Models in Meshed Distribution Grids: Topology Estimation, Change Detection & Limitations.
IEEE Trans. Smart Grid, 2020
IEEE Trans. Control. Netw. Syst., 2020
Joint Estimation of Topology and Injection Statistics in Distribution Grids With Missing Nodes.
IEEE Trans. Control. Netw. Syst., 2020
A Hierarchical Approach to Multienergy Demand Response: From Electricity to Multienergy Applications.
Proc. IEEE, 2020
A Hierarchical Approach to Multi-Energy Demand Response: From Electricity to Multi-Energy Applications.
CoRR, 2020
Autom., 2020
2019
IEEE Trans. Smart Grid, 2019
Operations- and Uncertainty-Aware Installation of FACTS Devices in a Large Transmission System.
IEEE Trans. Control. Netw. Syst., 2019
Guest Editorial Special Issue on Analysis, Control, and Optimization of Energy Networks.
IEEE Trans. Control. Netw. Syst., 2019
Graphical Models in Loopy Distribution Grids: Topology estimation, change detection and limitation.
CoRR, 2019
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
2018
Maximum Weight Matching Using Odd-Sized Cycles: Max-Product Belief Propagation and Half-Integrality.
IEEE Trans. Inf. Theory, 2018
IEEE Trans. Control. Netw. Syst., 2018
Multiscale Model. Simul., 2018
CoRR, 2018
CoRR, 2018
Joint Estimation of Topology \& Injection Statistics in Distribution Grids with Missing Nodes.
CoRR, 2018
CoRR, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
Proceedings of the 2018 Annual American Control Conference, 2018
Proceedings of the 2018 Annual American Control Conference, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018
2017
Exact Topology and Parameter Estimation in Distribution Grids with Minimal Observability.
CoRR, 2017
CoRR, 2017
Chance-Constrained ADMM Approach for Decentralized Control of Distributed Energy Resources.
CoRR, 2017
Importance sampling the union of rare events with an application to power systems analysis.
CoRR, 2017
CoRR, 2017
Methodology for Multi-stage, Operations- and Uncertainty-Aware Placement and Sizing of FACTS Devices in a Large Power Transmission System.
CoRR, 2017
Graphical Models and Belief Propagation-hierarchy for Optimal Physics-Constrained Network Flows.
CoRR, 2017
CoRR, 2017
Integrated multi-scale data analytics and machine learning for the distribution grid.
Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017
Estimating topology and injection statistics in distribution grids with hidden nodes.
Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
Proceedings of the Eighth International Conference on Future Energy Systems, 2017
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
2016
Chance Constrained Optimal Power Flow with Curtailment and Reserves from Wind Power Plants.
CoRR, 2016
CoRR, 2016
Proceedings of the 2016 IEEE International Conference on Smart Grid Communications, 2016
Proceedings of the Power Systems Computation Conference, 2016
Proceedings of the Power Systems Computation Conference, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016
Proceedings of the 15th European Control Conference, 2016
Proceedings of the 15th European Control Conference, 2016
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Control policies for operational coordination of electric power and natural gas transmission systems.
Proceedings of the 2016 American Control Conference, 2016
Proceedings of the 2016 American Control Conference, 2016
2015
IEEE Trans. Control. Netw. Syst., 2015
CoRR, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Optimal Sizing of Voltage Control Devices for Distribution Circuit with Intermittent Load.
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Monotonicity of dissipative flow networks renders robust maximum profit problem tractable: General analysis and application to natural gas flows.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Optimal Power Flow with Weighted chance constraints and general policies for generation control.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Convexity of structure preserving energy functions in power transmission: Novel results and applications.
Proceedings of the American Control Conference, 2015
2014
SIAM Rev., 2014
Fault Induced Delayed Voltage Recovery in a Long Inhomogeneous Power Distribution Feeder.
CoRR, 2014
Cascading of Fluctuations in Interdependent Energy Infrastructures: Gas-Grid Coupling.
CoRR, 2014
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014
2013
J. Mach. Learn. Res., 2013
Optimal Distributed Control of Reactive Power via the Alternating Direction Method of Multipliers.
CoRR, 2013
Loop Calculus and Bootstrap-Belief Propagation for Perfect Matchings on Arbitrary Graphs.
CoRR, 2013
Stochastic Optimal Control as Non-equilibrium Statistical Mechanics: Calculus of Variations over Density and Current.
CoRR, 2013
CoRR, 2013
A Graphical Transformation for Belief Propagation: Maximum Weight Matchings and Odd-Sized Cycles.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013
Robust modeling of probabilistic uncertainty in smart Grids: Data ambiguous Chance Constrained Optimum Power Flow.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
Proceedings of the American Control Conference, 2013
2012
Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012
Distributed control of generation in a transmission grid with a high penetration of renewables.
Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
2011
IEEE Trans. Smart Grid, 2011
IEEE Trans. Inf. Theory, 2011
SIAM J. Discret. Math., 2011
Proc. IEEE, 2011
Operations-Based Planning for Placement and Sizing of Energy Storage in a Grid With a High Penetration of Renewables
CoRR, 2011
Voltage Collapse and ODE Approach to Power Flows: Analysis of a Feeder Line with Static Disorder in Consumption/Production
CoRR, 2011
Linear programming based detectors for two-dimensional intersymbol interference channels.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Exact and efficient algorithm to discover extreme stochastic events in wind generation over transmission Power Grids.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
2010
J. Mach. Learn. Res., 2010
Worst configurations (instantons) for Compressed Sensing over reals: A channel coding approach.
Proceedings of the IEEE International Symposium on Information Theory, 2010
Message Passing for Integrating and Assessing Renewable Generation in a Redundant Power Grid.
Proceedings of the 43rd Hawaii International International Conference on Systems Science (HICSS-43 2010), 2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
2009
IEEE J. Sel. Areas Commun., 2009
CoRR, 2009
Message Passing for Optimization and Control of Power Grid: Toy Model of Distribution with Ancillary Lines
CoRR, 2009
Proceedings of the IEEE International Symposium on Information Theory, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
2008
An Efficient Pseudocodeword Search Algorithm for Linear Programming Decoding of LDPC Codes.
IEEE Trans. Inf. Theory, 2008
CoRR, 2008
Provably Efficient Instanton Search Algorithm for LP decoding of LDPC codes over the BSC
CoRR, 2008
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
2007
Proceedings of the IEEE International Symposium on Information Theory, 2007
Proceedings of the IEEE International Symposium on Information Theory, 2007
2006
Loop Calculus Helps to Improve Belief Propagation and Linear Programming Decodings of Low-Density-Parity-Check Codes
CoRR, 2006
An Efficient Pseudo-Codeword Search Algorithm for Linear Programming Decoding of LDPC Codes
CoRR, 2006
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006
2005
CoRR, 2005
2004
Proceedings of the 2004 IEEE Information Theory Workshop, 2004